BriefGPT.xyz
May, 2018
用于语音和文本数据的多模态情感识别的卷积注意力网络
Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data
HTML
PDF
Chan Woo Lee, Kyu Ye Song, Jihoon Jeong, Woo Yong Choi
TL;DR
本文提出了一种使用卷积注意网络学习语音和文本数据之间隐藏表示的新方法,较之之前的表现更好,能更好地识别出CMU-MOSEI数据集中包含的来自语音和文本数据的情感。
Abstract
emotion recognition
has become a popular topic of interest, especially in the field of human computer interaction. Previous works involve unimodal analysis of emotion, while recent efforts focus on multi-modal
emotion r
→